Robust Training of Vector Quantized Bottleneck Models

Adrian Łańcucki, Jan Chorowski, Guillaume Sanchez +6

In this paper we demonstrate methods for reliable and efficient training of discrete representation using Vector-Quantized Variational Auto-Encoder models (VQ-VAEs). Discrete laten…